PAPERS 

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• Selected Papers on Content ID and Robust Hashing
 
• H. Yu and P. Moulin, ``Regularized Adaboost Learning for Identification of Time-Varying Content,''   to appear in IEEE Trans. on Information Forensics and Security, 2014.   [pdf],  [abstract]
 
• R. Naini and P. Moulin, "Fingerprint Information Maximization for Content Identification,"   Proc. ICASSP,   May 2014.  [pdf] ,  [abstract]
 
• H. Yu and P. Moulin, "Regularized Adaboost for Content Identification,"    Proc. ICASSP,   Vancouver, Canada, May 2013.  [pdf] ,  [abstract]
 
• H. Yu, P. Moulin and S. Roy, "RGB-D Video Content Identification,"   Proc. ICASSP,   Vancouver, Canada, May 2013.  [pdf] ,  [abstract]
 
• R. Naini and P. Moulin, "Real Adaboost for Content Identification,"    Proc. IEEE Stat. Signal Processing Workshop,   Ann Arbor, MI, Aug. 2012.  [pdf] ,  [abstract]
 
• R. Naini and P. Moulin, "Model-based Decoding Metrics for Content Identification,"   Proc. ICASSP,   pp. 1829-1832, Kyoto, Japan, March 2012.  [pdf] ,  [abstract]
 
• P. Moulin, "Statistical Modeling and Analysis of Content Identification and Retrieval,"   Proc. Information Theory and Applications Workshop,  San Diego, CA, Feb. 2010.  [pdf] ,  [abstract]
 
• J. L. Cannons and P. Moulin, ``Design and Statistical Analysis of a Hash-Aided Image Watermarking System,''   IEEE Trans. on Image Processing, Oct. 2004. [pdf]   [abstract]
 
• R. Venkatesan, S.-M. Koon, M. H. Jakubowski and P. Moulin, "Robust Image Hashing",   Proc. IEEE Int. Conf. Image Processing,  Vancouver, B.C., Sep. 2000. [pdf] ,  [abstract]
 

• Selected Papers on Watermarking, Steganography, and Fingerprinting
 
• Y.-W. Huang and P. Moulin, ``On the Fingerprinting Capacity Games for Arbitrary Alphabets and Their Asymptotics,''  to appear in IEEE Trans. Information Forensics and Security, 2014.   [pdf],  [abstract]
 
• Y.-W. Huang and P. Moulin, ``On the Saddle-point Solution and the Large-Coalition Behavior of Fingerprinting Games,''  IEEE Trans. Information Forensics and Security, Vol. 7, No. 1, pp. 160-175, 2012.   [pdf],  [abstract]
 
• S. Sadasivam, P. Moulin and T. P. Coleman, ``A Message Passing Approach to Combating Desynchronization Attacks,''  IEEE Trans. Information Forensics and Security, Vol. 6, pp. 894--905, 2011.   [pdf],  [abstract]
 
• J.-F. Jourdas and P. Moulin, ``High-Rate Random-Like Fingerprinting Codes with Linear Decoding Complexity,''  IEEE Trans. Information Forensics and Security, Vol. 4, No. 4, Dec. 2009.   [pdf],  [abstract]
 
• N. Kiyavash, P. Moulin and T. Kalker, ``Regular Simplex Fingerprints and Their Optimality Properties,''  IEEE Trans. Information Forensics and Security, Vol. 4, No. 3, pp. 318--329, Sep. 2009.   -[pdf],  [abstract]
 
• N. Kiyavash and P. Moulin, ``Performance of Orthogonal Fingerprints Under Worst-Case Noise Attacks,''  IEEE Trans. Information Forensics and Security, Vol. 4, No. 3, pp. 293--301, Sep. 2009.   [pdf],  [abstract]
 
• M. El Choubassi and P. Moulin, ``On Reliability and Security of Randomized Detectors Against Sensitivity Analysis Attacks,''  IEEE Trans. Information Forensics and Security, Vol. 4, No. 3, pp. 273--283, Sep. 2009.   [pdf],  [abstract]
 
• S. Sadasivam and P. Moulin, ``On Estimation Accuracy of Desynchronization Attack Channel Parameters,''  IEEE Trans. Information Forensics and Security, Vol. 4, No. 3, pp. 284--292, Sep. 2009.   [pdf],  [abstract]
 
• Y. Wang and P. Moulin, ``Perfectly Secure Steganography: Capacity, Error Exponents, and Code Constructions,''  IEEE Trans. Information Forensics and Security, Vol. 54, No. 6, pp. 2706--2722, June~2008.   [pdf],  [abstract]
 
• M. El Choubassi and P. Moulin, ``Noniterative Algorithms for Sensitivity Analysis Attacks,''  IEEE Trans. Information Forensics and Security, Vol. 2, No.3, pp. 113--126, June 2007.   [pdf],  [abstract]
 
• Y. Wang and P. Moulin, ``Optimized Feature Extraction for Learning-Based Image Steganalysis,''  IEEE Trans. Information Forensics and Security, Vol. 2, No. 1, pp. 31--45, March 2007.   [pdf],  [abstract]
 
• S. Sadasivam and P. Moulin, ``A Universal Divergence-Rate Estimator for Steganalysis in Timing Channels,''  Proc. 2nd Workshop on Information Security and Forensics, Seattle, WA, Dec.~2010.   [pdf],  [abstract]
 
• G. Gigaud and P. Moulin, ``A Geometrically Resilient SURF-Based Image Fingerprinting Scheme,''  Proc.~IEEE Int. Conf. Image Processing (ICIP), Hong Kong, Sep. 2010.   [pdf],  [abstract]
 
• G. Gigaud and P. Moulin, ``Traitor Tracing Aided by Compressed SURF Features,''   Proc. Conf. Info. Sci. and Sys., Princeton, NJ, March 2010.   [pdf],  [abstract]
 
• P. Moulin, ``Optimal Gaussian Fingerprint Decoders,''   Proc. ICASSP, Taipei, Taiwan, Apr. 2009.   [pdf],  [abstract]
 
• P. Moulin and Y. Wang, ``Information-Theoretic Analysis of Spherical Fingerprinting,''   Proc. ITA Workshop, San Diego, CA, Feb. 2009.   [pdf],  [abstract]
 
• M. El Choubassi and P. Moulin, ``Joint Estimation-Detection Games for Sensitivity Analysis Attacks,''   Proc. SPIE Conf., San Jose, CA, Jan. 2009.   [pdf],  [abstract]
 
• P. Moulin, ``Universal Fingerprinting: Capacity and Random-Coding Exponents,''   Proc. IEEE Symp. Information Theory, pp. 220--224, July 2008.   [pdf],  [abstract]
 
• J.-F. Jourdas and P. Moulin, ``Towards Optimal Design of Signal Fingerprinting Codes,''   Proc. ICASSP, Las Vegas, NV, pp. 1649--1652, April 2008.   [pdf],  [abstract]
 
• J.-F. Jourdas and P. Moulin, ``A Low-Rate Fingerprinting Code And Its Application To Blind Image Fingerprinting,''   Proc. SPIE, San Jose, CA, Jan. 2008.   [pdf],  [abstract]
 
• Y. Wang and P. Moulin, ``Blind Fingerprinting,'' preprint, Feb. 2008.  
• P. Moulin, ``Universal Fingerprinting: Capacity and Random-Coding Exponents,'' preprint, Jan. 2008, revised Dec. 2008. [pdf]   [abstract]  
• P. Moulin and N. Kiyavash, ``Expurgated Gaussian Fingerprinting Codes,''   Proc. IEEE Int. Symp. on Information Theory, Nice, France, June 2007.   [pdf],  [abstract]
 
• P. Moulin and N. Kiyavash, ``Performance of Random Fingerprinting Codes Under Arbitrary Nonlinear Attacks,''   Proc. ICASSP, Honolulu, HI, pp. II.157--160, April 2007.   [pdf],  [abstract]
 
• N. Kiyavash and P. Moulin, ``Sphere Packing Lower Bound on Fingerprinting Error Probability,''   Proc. SPIE, San Jose, CA, Jan. 2007.   [pdf],  [abstract]
 
• Y. Wang and P. Moulin, ``Capacity and Optimal Collusion Attack Channels for Gaussian Fingerprinting Games,''   Proc. SPIE, San Jose, CA, Jan. 2007.   [pdf],  [abstract]
 
• L. Perez-Freire, P. Moulin, and F. Perez-Gonzalez, ``Security of spread-spectrum-based data hiding,''   in Security, Steganography, and Watermarking of Multimedia Contents IX, vol. 6505, San Jose, California, USA: SPIE, January 2007.   [postscript],  [abstract]
 
• P. Moulin, ``On the Optimal Structure of Watermark Decoders Under Geometric Attacks,''   Proc. IEEE Int. Conf. on Image Proc., Atlanta, GA, Oct. 2006.   [pdf],  [abstract]
 
• P. Moulin, ``Universal Decoding of Watermarks Under Geometric Attacks,''   Proc. IEEE Int. Symp. on Information Theory, July 2006.   [pdf],  [abstract]
 
• Y. Wang and P. Moulin, ``Capacity and Random-Coding Error Exponent for Public Fingerprinting Game,''   Proc. IEEE Int. Symp. on Information Theory, July 2006.   [pdf],  [abstract]
 
• P. Moulin and Y. Wang, ``Capacity and Random-Coding Exponents for Channel Coding with Side Information,''   IEEE Trans. Information Theory (without appendices G and H), Vol. 53, No. 4, pp. 1326-1347, April 2007. [pdf]   [abstract]
 
• Y. Wang and P. Moulin, ``Optimized Feature Extraction for Learning-Based Image Steganalysis,'' IEEE Trans. Information Forensics and Security, Vol. 2, No. 1, pp. 31--45, March 2007. [pdf]   [abstract]
 
• P. Moulin and A. K. Goteti, ``Block QIM Watermarking Games,''  IEEE Trans. on Information Forensics and Security, Vol. 1, No. 3, Sep. 2006. [pdf]   [abstract]
 
• P. Moulin, ``Fundamentals of Watermarking and Data Hiding,''   Int. Symp. on Information Theory (ISIT) Tutorial,  Seattle, July 9, 2006. [session 1] [session 2] [session 3] [session 4] [session 5] [session 6]
 
• N. Kiyavash and P. Moulin, ``On Optimal Collusion Strategies for Fingerprinting,''  Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, Toulouse, France, May 2006. [pdf]   [abstract] (Best Student Paper Award in the Multimedia Signal Processing area)
 
• N. Kiyavash and P. Moulin, ``A Framework for Optimizing Nonlinear Collusion Attacks on Fingerprinting Systems,''  Proc. Conf. on Information Systems and Science, Princeton, NJ, March 2006. [pdf]   [abstract]
 
• P. Moulin and R. Koetter, ``A Framework for the Design of Good Watermark Identification Codes,''   Proc. SPIE, San Jose, CA, Jan. 2006. [pdf]   [abstract]
 
• P. Moulin and R. Koetter, ``Data-Hiding Codes,''  (tutorial paper), Proceedings IEEE, Vol. 93, No. 12, pp. 2083--2127, Dec. 2005. [pdf]   [abstract]
 
• N. Kiyavash and P. Moulin, ``Regular Simplex Fingerprints and Their Optimality Properties,'' Int. Workshop on Digital Watermarking, Siena, Italy, Sep. 2005. [pdf]   [abstract]
 
• P. Moulin and Y. Wang, ``Improved QIM Strategies for Gaussian Watermarking,'' Int. Workshop on Digital Watermarking, Siena, Italy, Sep. 2005. [pdf]   [abstract]
 
• M. El Choubassi and P. Moulin, ``A New Sensitivity Analysis Attack,''  Proc. SPIE Conf., San Jose, CA, Jan. 2005. [ps]   [abstract]
 
• P. Moulin and Y. Wang, ``On Achievable Error Exponents for Watermarking,''  Proc. SPIE Conf., San Jose, CA, Jan. 2005. [pdf]   [abstract]
 
• P. Moulin, ``Fundamentals of Watermarking and Data Hiding,''   Int. Conf. on Image Processing (ICIP) Tutorial,  Singapore, October 24, 2004. [session 1] [session 2] [session 3] [session 4] [session 5] [session 6]
 
• P. Moulin and A. Briassouli, ``A Stochastic QIM Algorithm for Robust, Undetectable Image Watermarking,''   Proc. ICIP, Singapore, Oct. 2004. [pdf]   [abstract]
 
• J. L. Cannons and P. Moulin, ``Design and Statistical Analysis of a Hash-Aided Image Watermarking System,''   IEEE Trans. on Image Processing, Oct. 2004. [pdf]   [abstract]
 
• A. K. Goteti and P. Moulin, ``Two Private, Perceptual Watermarking Games,''   Proc. ICASSP, Montreal, May 2004. [ps]   [abstract]
 
• P. Moulin, A. K. Goteti and R. Koetter, ``Optimal Sparse-QIM Codes for Zero-Rate Blind Watermarking''   Proc. ICASSP, Montreal, May 2004. [ps]   [abstract]
 
• P. Moulin and Y. Wang, ``New Results on Steganographic Capacity,''   Proc. CISS Conference, Princeton, NJ, Mar. 2004. [pdf]   [abstract]
 
• Y. Wang and P. Moulin, ``Steganalysis of Block-Structured Stegotext,''   Proc. SPIE Conf., Vol. 5306, San Jose, CA, Jan. 2004. [ps]   [abstract]
 
• P. Moulin and M. K. Mihcak, ``The Parallel-Gaussian Watermarking Game,''   UIUC Tech. Rep. UIUC-ENG-01-2214,  June 2001; revised, Sep. 2003. IEEE Trans. on Information Theory, Feb. 2004.  [postscript] .  [abstract]
 
• P. Moulin and R. Koetter, ``Data Hiding -- Theory and Algorithms,''  National University of Singapore, Institute for Mathematical Sciences, Tutorial lecture notes, Dec. 1, 2003. [pdf]   [abstract]
 
• Y. Wang and P. Moulin, ``Steganalysis of Block-DCT Steganography,''   Proc. IEEE Workshop on Statistical Signal Processing, St Louis, MO, Sep. 2003. [pdf]   [abstract]
 
• P. Moulin, ``Embedded-Signal Design for Channel Parameter Estimation Part I: Linear Embedding,''   Proc. IEEE Workshop on Statistical Signal Processing, St Louis, MO, Sep. 2003. [pdf]   [abstract]
 
• P. Moulin, ``Embedded-Signal Design for Channel Parameter Estimation Part II: Quantization Embedding,''   Proc. IEEE Workshop on Statistical Signal Processing, St Louis, MO, Sep. 2003. [pdf]   [abstract]
 
• P. Moulin, ``Information-Hiding Games,'' presented at Int. Workshop on Digital Watermarking, Seoul, Korea, Nov. 2002.   Springer-Verlag Lecture Notes in Computer Sciences, Vol. 2613, May 2003. [pdf]   [abstract]
 
P. Moulin and A. Ivanovic, ``The Zero-Rate Spread-Spectrum Watermarking Game,''   IEEE Trans. on Signal Processing, Vol. 51, No. 4, pp. 1098-1117, April 2003. [pdf]   [abstract]
 
T. Liu and P. Moulin, ``Error Exponents for Watermarking Game with Squared-Error Constraints,'' IEEE Proc. Int. Symp. on Info. Theory, Yokohama, Japan, July 2003. [ps]
 
• T. Liu and P. Moulin, ``Error Exponents for One-Bit Watermarking,'' IEEE Proc. ICASSP, Hong Kong, April 2003. [pdf]   [abstract]
 
• A. Briassouli and P. Moulin, ``Detection-Theoretic Anaysis of Warping Attacks in Spread-Spectrum Watermarking,'' IEEE Proc. ICASSP, Hong Kong, April 2003. [pdf]   [abstract]
 
• P. Moulin and M. K. Mihcak, ``A Framework for Evaluating the Data-Hiding Capacity of Image Sources,''   IEEE Trans. on Image Processing, Vol. 11, No. 9, pp. 1029-1042, Sep. 2002.  [pdf]   [abstract]
 
• M. K. Mihcak and P. Moulin, ``Information-Embedding Codes Matched to Local Gaussian Image Models,'' Proc. IEEE Int. Conf. on Image Processing, Rochester, NY, 2002.
 
• P. Moulin, A. Briassouli and H. Malvar, ``Detection-Theoretic Analysis of Desynchronization Attacks in Watermarking,'' Proc. DSP'02, Santorini, Greece, July 2002. [pdf]   [abstract]
 
• P. Moulin and A. Briassouli, ``The Gaussian Fingerprinting Game,'' Proc. CISS'02, Princeton, NJ, March 2002. [pdf]   [abstract]
 
• P. Moulin, ``A Mathematical Approach to Watermarking and Data Hiding,''   ICASSP Tutorial,  Orlando, FL, May 13, 2002.
 
• P. Moulin and E. J. Delp, ``A Mathematical Approach to Watermarking and Data Hiding,''   ICIP Tutorial,  Thessaloniki, Greece, October 7, 2001.
 
• J. A. O'Sullivan and P. Moulin, ``Some Properties of Optimal Information Hiding and Information Attacks,''   Proc. 39th Allerton conference ,  Monticello, IL, Oct. 3--5, 2001.  [pdf]   [abstract]
 
• P. Moulin, ``The Role of Information Theory in Watermarking and Its Application to Image Watermarking,'' invited paper, Signal Processing , Vol. 81, No. 6, pp. 1121-1139, June 2001. [abstract]  
 
• P. Moulin and A. Ivanovic, ``The Watermark Selection Game,''  Proc. Conf. on Info. Sciences and Systems,  Baltimore, MD, March 2001.  [postscript]   [abstract]
 
• P. Moulin, M. K. Mihcak, and G.-I. Lin, `An Information--Theoretic Model for Image Watermarking and Data Hiding,''   Proc. IEEE Int. Conf. on Image Proc.,  Vancouver, B.C., Sep. 2000.  [postscript]   [abstract]
 
• M. Kesal, M. K. Mihcak, R. Koetter and P. Moulin, ``Iteratively Decodable Codes for Watermarking Applications,''   Proc. 2nd Int. Symp. on Turbo Codes and Related Topics,  Brest, France, Sep. 2000.  [postscript]   [abstract]
 
• P. Moulin and J. A. O'Sullivan, ``Information-Theoretic Analysis of Information Hiding,'' Sep. 1999 [Sep. 99 postscript] ;  revised, Sep. 2002.   IEEE Trans. on Information Theory,  Vol. 49, No. 3, pp. 563-593, March 2003. [Sep. 02 postscript] [abstract]
 
• P. Moulin and J. A. O'Sullivan, ``Information-Theoretic Analysis of Watermarking,''   Proc. ICASSP'00 ,  Istanbul, Turkey, June 2000.  [postscript]   [abstract]
 
• J. A. O'Sullivan, P. Moulin and J. M. Ettinger, ``Information-Theoretic Analysis of Steganography,''   Proc. IEEE Symp. on Information Theory,  Boston, MA, p. 297, Aug. 1998.  [postscript]   [abstract]
 

• Selected Papers on Statistical Learning and Computer Vision
 
• B. Ni, G. Wang, and P. Moulin, ``Order Preserving Sparse Coding,''   IEEE Trans. on Pattern Recognition and Machine Intelligence, to appear in 2014.   [pdf],  [abstract]
 
• B. Ni, P. Moulin and S. Yan, ``Pose Adaptive Motion Feature Pooling for Human Action Analysis,''   IJCV, July 2014.   [pdf],  [abstract]
 
• J. Lu, G. Wang, W. Deng, and P. Moulin, ``Simultaneous Feature and Dictionary Learning for Image Set Based Face Recognition,''    European Conf. on Computer Vision (ECCV), -Sep. 2014.   [pdf],  [abstract]
 
• J. Lu, G. Wang and P. Moulin, ``Human Identity and Gender Recognition from Gait Sequences with Arbitrary Walking Directions,''   IEEE Trans. on Information Forensics and Security, Vol. 9, No. 1, pp. 41---51, 2014.   [pdf],  [abstract]
 
• S. D. Chen and P. Moulin, ``A Classification Centric Quantizer for Efficient Encoding of Predictive Feature Errors,''   to appear in Proc. Asilomar Conf, , Monterrey, CA, Nov. 2014.   [pdf],  [abstract]
 
• S. D. Chen and P. Moulin, ``A Two-Part Predictive Coder for Multitask Signal Compression,''   Proc. ICASSP , May 2014.   [pdf],  [abstract]
 
• S. D. Chen, Y.-Y. Chen, J. Han, and and P. Moulin, ``A Feature-Enhanced Ranking-Based Classifier for Multimodal Data and Heterogeneous Information Networks,''   Proc. IEEE Int. Conf. on Data Mining (ICDM) , Dec. 2013.   [pdf],  [abstract]
 
• J. Lu, G. Wang, and P. Moulin, ``Image set classification using holistic multiple order statistics features and localized multi-kernel metric learning,''   IEEE International Conference on Computer Vision (ICCV), pp. 329-336, Dec. 2013.   [pdf],  [abstract]
 
• B. Ni and P.~Moulin, ``Manipulation Pattern Discovery: A Nonparametric Bayesian Approach,''   IEEE Conference on Computer Vision (ICCV), Dec. 2013.   [pdf],  [abstract]
 
• B. Ni, Y. Pei, S. Yan, and P. Moulin, ``Multi-Level Depth and Image Fusion for Human Activity Detection,''   IEEE Transactions on System, Man and Cybernetics, Part B (T-SMC-B), Vol. 43, No. 5, pp.1383-1394, Oct. 2013.   [pdf],  [abstract]
 
• D. Sungatullina, J. Lu, G. Wang, and P. Moulin, ``Multiview discriminative learning for age-invariant face recognition,''   IEEE Int. Conf. on Automatic Face and Gesture Recognition, pp.1-6, Shanghai, China, Apr. 2013.   [pdf],  [abstract]
 
• A. Singh, N. Ahuja, P. Moulin, ``Online learning with kernels: Overcoming the growing sum problem,''   Proc. IEEE Machine Learning for Signal Processing (MLSP), Santander, Spain, pp. 449-454, Sep. 2012.   [pdf],  [abstract]
 
• B. Ni, M. Xu, J. Tang, S. Yan, and P. Moulin, ``Omni-range spatial contexts for visual classification,''   CVPR, pp. 3514-3521, Providence, RI, June 2012.   [pdf],  [abstract]
 
• B. Ni, P. Moulin, S. Yan, ``Order-Preserving Sparse Coding for Sequence Classification,''   Proc. ECCV, pp. 173-187, Providence, RI, June 2012.   [pdf],  [abstract]
 
• B. Ni, N. C. Dat, P. Moulin, ``RGBD-camera based get-up event detection for hospital fall prevention,''   Proc. ICASSP, pp. 1405-1408, Kyoto, Japan, March 2012.   [pdf],  [abstract]
 
• B. Ni, G. Wang, and P. Moulin, ``RGBD-HuDaAct: A color-depth video database for human daily activity recognition,''   Proc. 1st IEEE workshop on Consumer Depth Cameras for Computer Vision, held in conjunction with Int. Conf. on Computer Vision (ICCV) Workshop, , pp. 1147-1153, Barcelona, Nov. 2011. Extended version in Consumer Depth Cameras for Computer Vision: Advances in Computer Vision and Pattern Recognition, pp. 193-208, Springer-Verlag, 2013.    [pdf],  [abstract]
 
• S. D. Chen, V. Monga, and P. Moulin, ``Meta-classifiers For Multimodal Document Classification,''   Proc. IEEE Multimedia Signal Processing Workshop, Rio de Janeiro, Brazil, Oct. 2009.   [pdf],  [abstract]
 
• Y. Wang and P. Moulin, ``Optimized Feature Extraction for Learning-Based Image Steganalysis,''   IEEE Trans. Information Forensics and Security, Vol. 2, No. 1, pp. 31-45, March 2007.   [pdf],  [abstract]
 

• Other Papers
 
• V. Tan and P. Moulin, ``Second- and Higher-Order Asymptotics For Erasure and List Decoding,''   Proc. ISIT,  July 2014. [pdf] [abstract] .
 
• Y.-W. Huang and P. Moulin, ``Strong Large Deviations for Composite Hypothesis Testing,''   Proc. ISIT,  July 2014. [pdf] [abstract] .
 
• P. Moulin and P. R. Johnstone, ``Kullback-Leibler Divergence and the Central Limit Theorem,''   Proc. ITA,  San Diego, CA, Feb. 2014. [pdf] [abstract] .
 
• P. Moulin, ``Asymptotic Neyman-Pearson Games for Converse to the Channel Coding Theorem,''   Proc.~ISIT,  Istanbul, July 2013. [pdf] [abstract] .
 
• P. R. Johnstone, A. Emad, P. Moulin, and O. Milenkovic, ``RFIT: A New Algorithm for Matrix Completion,''   Proc.~SPARS,  Lausanne, Switzerland, July 2013. [pdf] [abstract] .
 
• P. Moulin, ``A New Metaconverse and Outer Region for Finite-Blocklength MACs,''   Proc. Information Theory and Applications (ITA) Workshop,  San Diego, CA, Feb. 2013. [pdf] [abstract] .
 
• P. Moulin, ``The log-volume of optimal constant-composition codes for memoryless channels, within O(1) bits,''   Proc. ISIT,  pp. 826-830, Cambridge, MA, July 2012. [pdf] [abstract] .
 
• Y.-W. Huang and P. Moulin, ``Finite blocklength coding for multiple access channels,''   Proc. ISIT,  pp. 826-830, Cambridge, MA, July 2012. [pdf] [abstract] .
 
• P. Moulin, ``The log-volume of optimal codes for memoryless channels, Up to a Few Nats,''   Proc. Information Theory and Applications Workshop,  San Diego, CA, Feb. 2012. [pdf] [abstract] .
 
• R. Naini and P. Moulin, ``Interference Management through Mobile Relays in Ad Hoc Networks,''   Proc. ASILOMAR Conf.,  Pacific Grove, CA, Nov. 2010. [pdf] [abstract] .
 
• P. Moulin, ``A Neyman-Pearson Approach to Universal Erasure and List Decoding,''   IEEE Trans. Information Theory,  Oct. 2009. [pdf] [abstract] .
 
• P. Moulin, ``Strong Converse for the Gel'fand-Pinsker Channel,'' in Proc. IEEE Int. Symp. Information Theory, Seoul, Korea, July~2009. [pdf] [abstract] .
 
• P. Moulin and Y. Wang, ``Capacity and Random-Coding Exponents for Channel Coding with Side Information,''   IEEE Trans. Information Theory,  Vol. 53, No. 4, pp. 1326--1347, Apr. 2007. [pdf] [abstract] .
 
• P. Moulin, ``Signal Transmission with Known-Interference Cancellation,''   IEEE Signal Processing Magazine,  Lecture Notes, Vol. 24, No. 1, pp. 134--136, Jan. 2007. [pdf] [abstract] .
 
• S. Ray, P. Moulin and M. Medard, ``On Jamming in the Wideband Regime,'' Proc. IEEE Int. Symp. on Information Theory, July 2006. [pdf] [abstract] .
 
• S. Ray, P. Moulin and M. Medard, ``On Optimal Signaling and Jamming Strategies in Wideband Fading Channels,'' Proc. IEEE Conf. on Signal Processing Applications for Wireless Communications (SPAWC), Cannes, France, June-July 2006. [pdf] [abstract] .
 
• T. Liu, P. Moulin and R. Koetter, ``On Error Exponents of Modulo Lattice Additive Channels,'' IEEE Trans. on Information Theory, Vol. 52, No. 2, pp. 454-471, Feb. 2006  [pdf] [abstract] .
 
• P. Ishwar and P. Moulin, ``On the existence and characterization of the maxent distribution under general moment inequality constraints,'' IEEE Trans. Information Theory, Vol. 51, No. 9, pp. 3322-3333, Sep. 2005.  [pdf] [abstract] .
 
• P. Moulin, ``Multiscale Image Decompositions and Wavelets,'' in   Handbook of Image and Video Processing ,  2nd ed. A. C. Bovik, Ed., Academic Press, 2005.  [pdf] .
 
• P. Moulin, discussion of ``Regularization of Wavelet Approximations'' by A. Antoniadis and J. Fan, ,
Journal of the American Statistical Association, Aug. 2001.  [postscript] . 
 
• P. Moulin, discussion of ``Wavelet Shrinkage: Asymptotia?'' by D. Donoho and I. Johnstone,
Journal of the Royal Statistical Society B, Vol. 57, No. 1, 1995.  

 

• Selected Papers on Statistical Signal and Image Processing
 
• J. C. Ye, P. Moulin and Y. Bresler, ``Asymptotic Global Confidence Regions for 3-D Parametric Shape Estimation,'' IEEE Trans. on Image Processing, Vol. 15, No. 10, pp. 2904--2919, Oct. 2006. [pdf], [abstract]
   
• S. Jana and P. Moulin, ``Optimality of KLT for High-Rate Transform Coding of Gaussian Vector-Scale Mixtures: Application to Reconstruction, Estimation and Classification,'' to appear in IEEE Trans. on Information Theory, Sep. 2006. [pdf], [abstract]
   
• P. Ishwar and P. Moulin, ``On the Equivalence Between Set-Theoretic and Maxent MAP Estimation,'' IEEE Trans. on Signal Processing , Vol. 51, No. 3, pp. 698-713, March 2003. [pdf], [abstract]
   
• J. C. Ye, Y. Bresler and P. Moulin, ``Cramer-Rao Bounds for Parametric Shape Estimation in Inverse Problems,'' IEEE Trans. on Image Processing, Vol. 12, No. 1, pp. 71-84, Jan. 2003. [postscript], [abstract]
   
• J. C. Ye, Y. Bresler and P. Moulin, ``A Self-Referencing Level-Set Method for Image Reconstruction from Sparse Fourier Samples,'' invited paper, Int. J. of Computer Vision , special issue on level-set methods, Dec. 2002. [pdf], [abstract]
   
• J. C. Ye, Y. Bresler and P. Moulin, ``Cramer-Rao Bounds for Parametric estimation of Target Boundaries in Nonlinear Inverse Scattering Problems,'' IEEE Trans. Antennas and Prop. , Vol. 49, No. 5, pp. 771-783, May 2001.   [postscript],  [abstract]
   
• J. C. Ye, Y. Bresler and P. Moulin, ``Asymptotic Global Confidence Regions in Parametric Shape Estimation Problems,'' IEEE Trans. on Information Theory, special issue on information-theoretic imaging, Vol. 46, No. 5, pp. 1881-1895, Aug. 2000.  [postscript],  [abstract]

 
• J. Liu and P. Moulin, ``Information-Theoretic Analysis of Interscale and Intrascale Dependencies Between Image Wavelet Coefficients,'' IEEE Trans. on Image Processing, Vol. 10, No. 10, pp. 1647-1658, Nov. 2001.   [postscript],  [abstract] (2002 IEEE Signal Processing Society Young Author Best Paper Award in the Image and Multidimensional Signal Processing area)

 
• J. Liu and P. Moulin, ``Complexity-Regularized Image Denoising,'' IEEE Trans. on Image Processing, Vol. 10, No. 6, pp. 841-851, June 2001.   [postscript],  [abstract]
 
• P. Moulin and J. Liu, ``Statistical Imaging and Complexity Regularization,'' IEEE Trans. on Information Theory, special issue on information-theoretic imaging, Vol. 46, No. 5, pp. 1881-1895, Aug. 2000.   [postscript],  [abstract]
 
• M. K. Mihcak, I. Kozintsev, K. Ramchandran and P. Moulin, ``Low-complexity image denoising based on statistical modeling of wavelet coefficients,'' IEEE Signal Processing Letters, Vol. 6, No. 12, pp. 300-303, Dec. 1999.   [postscript],  [abstract]
 
• P. Moulin and J. Liu, ``Analysis of Multiresolution Image Denoising Schemes Using Generalized - Gaussian and Complexity Priors,'' IEEE Trans. Info. Theory, Special Issue on Multiscale Analysis, Vol. 45, No. 3, pp. 909-919, Apr. 1999. [postscript],  [abstract]
 
• J. Liu and P. Moulin, Complexity-Regularized Image Restoration," Proc. IEEE Int. Conf. on Image Proc. (ICIP'98), Vol. 1, pp. 555-559, Chicago, Oct. 1998. [postscript],  [abstract]
 
• P. Moulin, ``Signal Estimation Using Adapted Tree--Structured Bases and the MDL Principle,'' Proc. IEEE Sig. Proc. Symp. on Time-Frequency and Time-Scale Analysis, pp. 141-143, Paris, June 1996.  [pdf] [abstract]
 
• P. Moulin, ``Model Selection Criteria and the Orthogonal Series Method for Function Estimation,'' Proc. IEEE Int. Symp. on Information Theory (ISIT'95), Whistler, B.C. ,  Sep. 1995.  [abstract]
 
• P. Moulin, "Wavelet Thresholding Techniques for Power Spectrum Estimation,"  IEEE Trans. on Signal Processing, Vol. 42, No. 11, pp. 3126-3136, Nov. 1994.  [postscript],  [abstract]
 
• P. Moulin, "A Wavelet Regularization Method for Diffuse Radar--Target Imaging and Speckle--Noise Reduction," Journal of Mathematical Imaging and Vision, Special Issue on Wavelets, Vol. 3, No. 1, pp. 123-134, 1993.  [abstract]
 
• J. A. O'Sullivan, P. Moulin, and D. L. Snyder, "An Application of Splines to Maximum Likelihood Radar Imaging," International Journal of Imaging Systems and Technology, Vol. 4, pp. 256-264, 1993.  [abstract]
 
• P. Moulin, J. A. O'Sullivan, and D. L. Snyder, "A Method of Sieves for Multiresolution Spectrum Estimation and Radar Imaging,"  IEEE Trans. on Information Theory, Special Issue on Wavelets and Multiresolution Analysis, pp. 801-813, Mar.  1992.  [abstract]
 
• P. Moulin, "An Adaptive Finite--Element Method for Image Representation," Proc. Int. Conf. on Pattern Recognition, pp. III.70-74, The Hague, The Netherlands, Aug. 1992.  [postscript] .  [abstract]
 
• P. Moulin, "An Adaptive Spline Method for Signal Restoration," Proc. ICASSP'92, San Francisco, CA, Mar. 92, pp. IV.169-172.  [abstract]
 

• Selected Papers on Detection and Classification
 
• A. Jain, P. Moulin, M. I. Miller and K. Ramchandran, ``Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data,''   IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 24, No. 9, pp. 1153-1166, Sep. 2002.   [postscript] .  [abstract]
 
• S. Jana and P. Moulin, ``Optimal Design of Transform Coders for Image Classification,'' Proc. Conf. on Information Sciences and Systems, Baltimore, MD, March 1999.  [postscript] .  [abstract]
 
• P. Moulin and M. I. Miller, ``Detection Bounds for Automatic Target Recognition in Compressed Domain,''   Proc. IEEE Symp. on Information Theory,  Boston, MA, p. 142, Aug. 1998.  [postscript] .  [abstract]
 
• A. Jain, P. Moulin, K. Ramchandran and M. I. Miller, ``Performance Bounds for ATR based on Compressed Data,''   Proc. 9th Army Compression Workshop ,  Huntsville, AL, Dec. 1998.  [postscript] .  [abstract]
 
• A. Jain, P. Moulin and K. Ramchandran , ``Chernoff Bounds for Automatic Target Recognition from Compressed Data,''   Proc. IEEE Information Theory Symp. on Detection, Estimation, Classification and Imaging,  Santa Fe, NM, p. 57, Feb. 1999.  [postscript] .  [abstract]
 

• Selected Papers on Video Processing
 
• P. Ishwar and P. Moulin, ``On Spatial Adaptation of Motion Field Smoothness in Video Coding,''   IEEE Trans. Circ. Syst. Video Tech. ,  Vol. 10, No. 6, pp. 980-989, Sep. 2000.  [postscript],  [abstract]
 
• R. Krishnamurthy, J. W. Woods and P. Moulin, ``Frame Interpolation and Bidirectional Prediction of Video Using Compactly-Encoded Optical Flow Fields and Label Fields,'' Vol. 9, No. 5, pp. 713-726, Aug. 1999.   [postscript],  [abstract]
 
• P. Moulin, R. Krishnamurthy, and J. W. Woods, ``Multiscale Modeling and Estimation of Motion Fields for Video Coding,   IEEE Trans. on Image Processing, Vol. 6, No. 12, pp. 1606-1620, Dec. 1997. [postscript] ,  [abstract]
 
• R. Krishnamurthy, P. Moulin and J. W. Woods, ``Multiscale Motion Estimation for Scalable Video Coding,''  Proc. ICIP'96, Lausanne, Switzerland, pp. I.965-968, Sep. 1996.  [postscript]  [abstract]
 
• P. Moulin, A.T. Ogielski, G. Lilienfeld and J.W. Woods: "Video Signal Processing and Coding on Data--Parallel Computers,"  Digital Signal Processing: A Review Journal, Vol. 5, No. 2, pp. 118-129, Apr. 1995.   [postscript],   [abstract]


 

• Selected Papers on Image Compression
 
• V. Pavlovic, P. Moulin and K. Ramchandran, ``An Integrated Framework for Adaptive Subband Image Coding,'' IEEE Trans. on Signal Processing, Vol. 47, No. 4, pp. 1024-1038, Apr. 1999.   [postscript],  [abstract]
 
• P. Moulin, "A Multiscale Relaxation Technique for SNR Maximization in Nonorthogonal Subband Coding,"   IEEE Trans. on Image Processing,   Vol. 4, No. 9, pp. 1269-1281, Sep. 1995.  [postscript] ,  [abstract] (1997 IEEE Signal Processing Society Senior Best Paper Award in the Image and Multidimensional Signal Processing area)
 

• Selected Papers on Filter Bank Design
 
• M. K. Mihcak, P. Moulin, M. Anitescu, and K. Ramchandran, "Rate-Distortion-Optimal Subband Coding Without Perfect-Reconstruction Constraints," IEEE Trans. on Signal Processing, Vol. 49, No. 3, pp. 542-557, March 2001.  [postscript] ,  [abstract]
 
• P. Moulin, M. Anitescu, and K. Ramchandran, "Theory of Rate--Distortion--Optimal, Constrained Filter Banks --- Application to IIR and FIR Biorthogonal Designs," IEEE Trans. on Signal Processing, Vol. 48, No. 4, pp. 1120--1132, Apr. 2000.  [postscript] ,  [abstract]
 
• P. Moulin and M. K. Mihcak, "Theory and Design of Signal-Adapted  FIR Paraunitary Filter Banks," IEEE Trans. on Signal Processing,  Special Issue on Wavelets and Filter Banks, Vol. 46, No. 4, pp. 920-929, Apr. 1998.  [postscript] ,  [abstract]
 
• P. Moulin, M. Anitescu, K.O. Kortanek and F. Potra, "The Role of Linear Semi--Infinite Programming in Signal--Adapted QMF Bank Design," IEEE Trans. on Signal Processing, Vol. 45, No. 9, pp. 2160-2174, Sep. 1997.  [postscript] ,   [abstract]
 
• K.O. Kortanek and P. Moulin, " Semi--Infinite Programming in Orthogonal Wavelet Filter Design," Semi--Infinite Programming and Its Applications, Kluwer Academic series on Nonconvex Optimization and its Applications, 1998.  [abstract]

 
 

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